reskilllisted
Install: claude install-skill webmaxru/is-ai-native
## Context
When the coordinator hears "team, reskill" (or similar: "optimize context", "slim down charters"), trigger a team-wide optimization pass. The goal: reduce per-agent context consumption by extracting shared patterns from charters and histories into reusable skills.
This is a periodic maintenance activity. Run whenever charter/history bloat is suspected.
## Process
### Step 1: Audit
Read all agent charters and histories. Measure byte sizes. Identify:
- **Boilerplate** — sections repeated across ≥3 charters with <10% variation (collaboration, model, boundaries template)
- **Shared knowledge** — domain knowledge duplicated in 2+ charters (incident postmortems, technical patterns)
- **Mature learnings** — history entries appearing 3+ times across agents that should be promoted to skills
### Step 2: Extract
For each identified pattern:
1. Create or update a skill at `.squad/skills/{skill-name}/SKILL.md`
2. Follow the skill template format (frontmatter + Context + Patterns + Examples + Anti-Patterns)
3. Set confidence: low (first observation), medium (2+ agents), high (team-wide)
### Step 3: Trim
**Charters** — target ≤1.5KB per agent:
- Remove Collaboration section entirely (spawn prompt + agent-collaboration skill covers it)
- Remove Voice section (tagline blockquote at top of charter already captures it)
- Trim Model section to single line: `Preferred: {model}`
- Remove "When I'm unsure" boilerplate from Boundaries
- Remove domain knowledge now covered by a skil